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George Duffy, Greg Mcfarquhar, Stephen W. Nesbitt, and Ralf Bennartz

://doi.org/10.1029/2012JD017680 . Leinonen , J. , and Coauthors , 2018a : Retrieval of snowflake microphysical properties from multifrequency radar observations . Atmos. Meas. Tech. , 11 , 5471 – 5488 , https://doi.org/10.5194/amt-11-5471-2018 . 10.5194/amt-11-5471-2018 Leinonen , J. , S. Kneifel , and R. J. Hogan , 2018b : Evaluation of the Rayleigh–Gans approximation for microwave scattering by rimed snowflakes . Quart. J. Roy. Meteor. Soc. , 144 , 77 – 88 , https://doi.org/10.1002/qj

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Xiang Ni, Chuntao Liu, and Edward Zipser

. With simultaneous observations of two radars at Ku and Ka band, DPR is capable to further infer the microphysical properties of hydrometeors inside the precipitation systems ( Seto et al. 2013 ; Olson et al. 2016 ). Before the launch of GPM, dual-frequency retrieval algorithms have been reviewed and revised with hybrid methods ( Le and Chandrasekar 2014 ). Kuo et al. (2016) have discussed the microwave scattering properties of spherical ice-air particles and nonspherical snow particles based on

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